Inference with Artificial Neural Networks on Analog Neuromorphic Hardware

Johannes Weis, Philipp Spilger, Sebastian Billaudelle, Yannik Stradmann, Arne Emmel, Eric Müller, Oliver Breitwieser, Andreas Grübl, Joscha Ilmberger, Vitali Karasenko, Mitja Kleider, Christian Mauch, Korbinian Schreiber, Johannes Schemmel. Inference with Artificial Neural Networks on Analog Neuromorphic Hardware. In João Gama 0001, Sepideh Pashami, Albert Bifet, Moamar Sayed Mouchawe, Holger Fröning, Franz Pernkopf, Gregor Schiele, Michaela Blott, editors, IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning - Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers. Volume 1325 of Communications in Computer and Information Science, pages 201-212, Springer, 2020. [doi]

Abstract

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